Video Classification

Assign a clip-level label to a video. Same primitive as image classification with the temporal dimension folded in - the model watches the clip and emits one label for the whole thing.

Files

• basic.py — single label per clip.
• with_confidence.py — adds confidence in the label.

When to use

• Content moderation gates on user-uploaded clips.
• Pre-tagging stock footage by scene type.
• Routing security camera clips by event category.

For typed event/scene extraction with timestamps, use _14_video_extraction/.

Run

python cookbook/data_labeling/_13_video_classification/basic.py
python cookbook/data_labeling/_13_video_classification/with_confidence.py

Requires GOOGLE_API_KEY. Uses Gemini for native video input.